575 citations · 929 across the 52 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
math.ST2014★ 49 cited
Privacy and Statistical Risk: Formalisms and Minimax Bounds
Rina Foygel Barber, John C. Duchi
We explore and compare a variety of definitions for privacy and disclosure limitation in statistical estimation and data analysis, including (approximate) differential privacy, tes…
stat.ME2014★ 575 cited
Controlling the false discovery rate via knockoffs
Rina Foygel Barber, Emmanuel J. Candès
In many fields of science, we observe a response variable together with a large number of potential explanatory variables, and would like to be able to discover which variables are…
math.ST2014★ 1 cited
High-dimensional Ising model selection with Bayesian information criteria
Rina Foygel Barber, Mathias Drton
We consider the use of Bayesian information criteria for selection of the graph underlying an Ising model. In an Ising model, the full conditional distributions of each variable fo…